The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Numbers as on EOD 

## [1] "2021-01-11"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "90899901 (up from 90281904 yesterday: 0.68 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "1945033 (up from 1934805 yesterday: 0.53 % increase)"

Overall Confirmed Cases Count Worldwide in the past 21 Days 

## [1] 13477529

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 2.14



In- Depth Country Wise Stats (With Atleast 100000 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days TotalDeaths NewDeaths DeathsPercentIncrease FatalityRate
US 22622305 213173 0.95 4529365 376343 2006 0.54 1.66
India 10479179 12584 0.12 404063 151327 167 0.11 1.44
Brazil 8131612 25822 0.32 867993 203580 480 0.24 2.50
Russia 3389733 23018 0.68 539691 61389 426 0.70 1.81
United Kingdom 3127643 46275 1.50 1047965 82096 529 0.65 2.62
France 2844680 3816 0.13 308964 68197 312 0.46 2.40
Turkey 2336476 10220 0.44 292772 22981 174 0.76 0.98
Italy 2289021 12530 0.55 324967 79203 448 0.57 3.46
Spain 2111782 61422 3.00 292533 52275 401 0.77 2.48
Germany 1941116 11706 0.61 406898 41799 863 2.11 2.15
Colombia 1801903 15003 0.84 283836 46451 337 0.73 2.58
Argentina 1730921 8704 0.51 183783 44654 159 0.36 2.58
Mexico 1541633 7594 0.50 215718 134368 662 0.50 8.72
Poland 1390385 4863 0.35 183052 31264 75 0.24 2.25
Iran 1292614 6208 0.48 128079 56262 91 0.16 4.35
South Africa 1246643 15046 1.22 315932 33579 416 1.25 2.69
Ukraine 1154850 4585 0.40 156172 20719 78 0.38 1.79
Peru 1035184 9004 0.88 37667 38280 231 0.61 3.70
Netherlands 890566 5468 0.62 179026 12512 51 0.41 1.40
Indonesia 836718 8692 1.05 164940 24343 214 0.89 2.91
Czechia 835454 4289 0.52 207931 13272 157 1.20 1.59
Romania 673271 1987 0.30 79488 16725 71 0.43 2.48
Canada 672931 8325 1.25 153606 17096 136 0.80 2.54
Belgium 665223 960 0.14 38312 20122 44 0.22 3.02
Chile 645892 3969 0.62 57899 17162 66 0.39 2.66
Iraq 603739 801 0.13 18394 12906 11 0.09 2.14
Bangladesh 523302 849 0.16 21119 7803 22 0.28 1.49
Pakistan 506701 2408 0.48 46029 10717 41 0.38 2.12
Israel 501073 9754 1.99 122814 3704 33 0.90 0.74
Philippines 489736 2046 0.42 28231 9416 11 0.12 1.92
Sweden 489471 0 0.00 122351 9433 0 0.00 1.93
Portugal 489293 5604 1.16 113073 7925 122 1.56 1.62
Switzerland 484506 6523 1.36 70515 8364 97 1.17 1.73
Morocco 452988 456 0.10 34986 7767 24 0.31 1.71
Austria 382258 1536 0.40 41885 6747 24 0.36 1.77
Saudi Arabia 363949 140 0.04 2771 6295 4 0.06 1.73
Serbia 361782 2093 0.58 58035 3610 28 0.78 1.00
Hungary 343656 1419 0.41 38526 10725 77 0.72 3.12
Jordan 308670 1461 0.48 31222 4043 19 0.47 1.31
Japan 293746 4928 1.71 92672 3898 48 1.25 1.33
Panama 281353 2157 0.77 67315 4500 45 1.01 1.60
Nepal 265268 488 0.18 10754 1927 10 0.52 0.73
Georgia 239780 551 0.23 30318 2796 23 0.83 1.17
United Arab Emirates 232982 2404 1.04 38330 711 3 0.42 0.31
Azerbaijan 224827 176 0.08 21234 2926 17 0.58 1.30
Lebanon 222391 3095 1.41 63105 1629 23 1.43 0.73
Ecuador 221506 436 0.20 15177 14184 7 0.05 6.40
Croatia 220223 230 0.10 24495 4403 35 0.80 2.00
Belarus 213993 1792 0.84 38577 1526 9 0.59 0.71
Kazakhstan 210086 717 0.34 17507 2845 1 0.04 1.35
Bulgaria 209131 620 0.30 16659 8232 106 1.30 3.94
Slovakia 209069 860 0.41 56514 3007 89 3.05 1.44
Denmark 183400 1239 0.68 45196 1598 27 1.72 0.87
Dominican Republic 183282 1179 0.65 22230 2427 0 0.00 1.32
Costa Rica 180061 2447 1.38 20168 2353 48 2.08 1.31
Bolivia 175288 1392 0.80 24903 9415 39 0.42 5.37
Tunisia 162350 3074 1.93 40632 5284 69 1.32 3.25
Armenia 162288 157 0.10 8223 2931 2 0.07 1.81
Lithuania 160446 774 0.48 45959 2232 35 1.59 1.39
Kuwait 154841 527 0.34 6632 945 2 0.21 0.61
Ireland 152539 4926 3.34 72272 2352 8 0.34 1.54
Egypt 150753 961 0.64 24480 8249 52 0.63 5.47
Moldova 149662 271 0.18 13752 3156 17 0.54 2.11
West Bank and Gaza 148171 771 0.52 24226 1614 10 0.62 1.09
Qatar 146068 203 0.14 3909 246 0 0.00 0.17
Greece 145179 441 0.30 13582 5302 39 0.74 3.65
Guatemala 143243 0 0.00 10376 5025 0 0.00 3.51
Slovenia 139713 432 0.31 33419 3022 24 0.80 2.16
Malaysia 138224 2232 1.64 42897 555 4 0.73 0.40
Burma 131186 582 0.45 14204 2858 12 0.42 2.18
Oman 130780 172 0.13 2849 1508 0 0.00 1.15
Honduras 128701 756 0.59 11511 3285 12 0.37 2.55
Ethiopia 128616 300 0.23 8268 2003 9 0.45 1.56
Venezuela 116983 373 0.32 6470 1073 12 1.13 0.92
Paraguay 116535 802 0.69 15923 2420 15 0.62 2.08
Bosnia and Herzegovina 115633 0 0.00 9411 4330 0 0.00 3.74
Libya 105378 633 0.60 10178 1589 8 0.51 1.51
Algeria 102369 225 0.22 6710 2812 5 0.18 2.75
Nigeria 101331 1244 1.24 22541 1361 3 0.22 1.34

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
California 2758021 40159 1.48 834134 30480 476 1.59 1.11 69801.72 771.41 1 in 14
Texas 1990204 22015 1.12 382219 30585 106 0.35 1.54 68637.47 1054.80 1 in 15
Florida 1488586 11576 0.78 276005 23071 159 0.69 1.55 69308.33 1074.18 1 in 14
New York 1149771 14179 1.25 282883 39834 202 0.51 3.46 59103.37 2047.65 1 in 17
Illinois 1033526 4776 0.46 128457 19363 70 0.36 1.87 81560.97 1528.04 1 in 12
Ohio 784957 7892 1.02 155603 9702 75 0.78 1.24 67152.90 830.00 1 in 15
Georgia 764499 7454 0.98 173061 11475 17 0.15 1.50 72004.20 1080.77 1 in 14
Pennsylvania 730773 6908 0.95 161674 17802 85 0.48 2.44 57082.77 1390.57 1 in 18
Tennessee 657396 3527 0.54 127818 7865 80 1.03 1.20 96206.54 1151.00 1 in 10
North Carolina 629124 5936 0.95 145477 7578 11 0.15 1.20 59984.65 722.53 1 in 17
Arizona 627541 8995 1.45 166196 10147 6 0.06 1.62 82409.69 1332.52 1 in 12
New Jersey 590162 5334 0.91 109501 19854 0 0.00 3.36 66443.30 2235.26 1 in 15
Michigan 567682 5129 0.91 66567 14192 47 0.33 2.50 56842.91 1421.07 1 in 18
Indiana 567338 3685 0.65 99119 9016 31 0.35 1.59 84272.07 1339.23 1 in 12
Wisconsin 551942 1682 0.31 57589 5575 5 0.09 1.01 94795.75 957.50 1 in 11
Minnesota 437552 980 0.22 38241 5779 4 0.07 1.32 77585.20 1024.71 1 in 13
Massachusetts 437042 4251 0.98 109668 13206 55 0.42 3.02 62888.24 1900.28 1 in 16
Missouri 436461 1750 0.40 58513 6137 4 0.07 1.41 71114.64 999.93 1 in 14
Alabama 404000 2100 0.52 79168 5347 13 0.24 1.32 82395.42 1090.52 1 in 12
Virginia 403386 4530 1.14 92496 5393 10 0.19 1.34 47259.69 631.83 1 in 21
Colorado 362825 1677 0.46 51789 5213 5 0.10 1.44 63004.28 905.23 1 in 16
South Carolina 357654 3129 0.88 81921 5826 15 0.26 1.63 69464.72 1131.54 1 in 14
Louisiana 348234 1405 0.41 60973 7918 45 0.57 2.27 74908.46 1703.24 1 in 13
Oklahoma 335247 3885 1.17 71813 2775 14 0.51 0.83 84723.14 701.29 1 in 12
Maryland 309686 3012 0.98 56613 6301 29 0.46 2.03 51224.35 1042.23 1 in 20
Utah 307483 1484 0.48 54700 1396 4 0.29 0.45 95909.87 435.44 1 in 10
Kentucky 305706 2082 0.69 61410 2922 21 0.72 0.96 68426.23 654.03 1 in 15
Iowa 297774 1092 0.37 29038 4139 1 0.02 1.39 94379.52 1311.86 1 in 11
Washington 276686 5091 1.87 50051 3699 1 0.03 1.34 36334.85 485.76 1 in 28
Arkansas 256344 1268 0.50 53237 4081 38 0.94 1.59 84943.30 1352.30 1 in 12
Nevada 250249 1680 0.68 44365 3500 33 0.95 1.40 81245.56 1136.31 1 in 12
Kansas 248646 4998 2.05 40862 3248 107 3.41 1.31 85348.16 1114.88 1 in 12
Mississippi 240309 1227 0.51 44809 5186 19 0.37 2.16 80744.95 1742.52 1 in 12
Connecticut 213358 7364 3.57 45981 6416 92 1.45 3.01 59843.15 1799.57 1 in 17
Nebraska 176670 644 0.37 19567 1772 12 0.68 1.00 91330.27 916.04 1 in 11
New Mexico 157087 930 0.60 26279 2764 15 0.55 1.76 74916.46 1318.18 1 in 13
Idaho 150239 572 0.38 19362 1544 10 0.65 1.03 83835.69 861.58 1 in 12
Oregon 126607 924 0.74 22852 1613 9 0.56 1.27 30017.76 382.43 1 in 33
South Dakota 103499 181 0.18 8425 1585 0 0.00 1.53 116993.10 1791.65 1 in 9
West Virginia 102282 1070 1.06 28945 1594 12 0.76 1.56 57232.00 891.92 1 in 17
Rhode Island 100607 2993 3.07 20376 1947 31 1.62 1.94 94969.51 1837.90 1 in 11
North Dakota 94830 114 0.12 4714 1360 0 0.00 1.43 124438.69 1784.63 1 in 8
Montana 86653 329 0.38 9329 1057 1 0.09 1.22 81076.71 988.98 1 in 12
Puerto Rico 83468 349 0.42 14619 1642 12 0.74 1.97 26135.25 514.14 1 in 38
Delaware 65827 554 0.85 14771 986 14 1.44 1.50 67600.57 1012.57 1 in 15
New Hampshire 52307 707 1.37 14919 869 0 0.00 1.66 38469.20 639.11 1 in 26
Alaska 50394 176 0.35 6371 224 0 0.00 0.44 68887.08 306.20 1 in 15
Wyoming 47395 563 1.20 5277 489 0 0.00 1.03 81890.74 844.91 1 in 12
District of Columbia 31993 202 0.64 5253 821 4 0.49 2.57 45331.98 1163.30 1 in 22
Maine 29611 313 1.07 10326 438 6 1.39 1.48 22028.52 325.84 1 in 45
Hawaii 23748 162 0.69 3039 308 0 0.00 1.30 16772.70 217.53 1 in 60
Vermont 9078 111 1.24 2544 156 0 0.00 1.72 14548.33 250.00 1 in 69

US Tested- Confirmed Funnel (All States)

State Level Figures

State Tested Confirmed ConfirmationRate TestedinPast21Days ConfirmedinPast21Days ConfirmationRateForPast21Days TestsPerMillPopl
1 California 36170528 2758021 7.63 6310124 834134 13.22 915426.3
2 Texas 14939305 1990204 13.32 2113605 382219 18.08 515221.6
3 Florida 16914911 1488586 8.80 2186864 276005 12.62 787555.6
4 New York 27524906 1149771 4.18 4050238 282883 6.98 1414903.2
5 Illinois 14169986 1033526 7.29 1649007 128457 7.79 1118228.1
6 Ohio 8186142 784957 9.59 856068 155603 18.18 700322.7
7 Georgia 5708060 764499 13.39 708754 173061 24.42 537612.6
8 Pennsylvania 4118400 730773 17.74 394736 161674 40.96 321700.0
9 Tennessee 5969654 657396 11.01 573503 127818 22.29 873628.3
10 North Carolina 7668690 629124 8.20 1212216 145477 12.00 731181.2
11 Arizona 3097409 627541 20.26 431379 166196 38.53 406756.7
12 New Jersey 8251845 590162 7.15 956322 109501 11.45 929032.7
13 Michigan 8588813 567682 6.61 806637 66567 8.25 860011.6
14 Indiana 6140884 567338 9.24 852242 99119 11.63 912163.4
15 Wisconsin 5626886 551942 9.81 537966 57589 10.70 966414.7
16 Minnesota 5687368 437552 7.69 640403 38241 5.97 1008464.4
17 Massachusetts 11774727 437042 3.71 1534891 109668 7.15 1694326.5
18 Missouri 3830281 436461 11.40 347449 58513 16.84 624085.7
19 Alabama 1972863 404000 20.48 182562 79168 43.36 402363.6
20 Virginia 4621140 403386 8.73 646124 92496 14.32 541401.2
21 Colorado 4798163 362825 7.56 721742 51789 7.18 833197.2
22 South Carolina 3488615 357654 10.25 571988 81921 14.32 677570.2
23 Louisiana 4458747 348234 7.81 477438 60973 12.77 959119.1
24 Oklahoma 2835163 335247 11.82 372981 71813 19.25 716498.3
25 Maryland 6188765 309686 5.00 864274 56613 6.55 1023667.3
26 Utah 2381850 307483 12.91 252785 54700 21.64 742944.8
27 Kentucky 3335482 305706 9.17 306578 61410 20.03 746581.5
28 Iowa 1199759 297774 24.82 50698 29038 57.28 380263.8
29 Washington 4034774 276686 6.86 531197 50051 9.42 529853.0
30 Arkansas 2202491 256344 11.64 252962 53237 21.05 729827.3
31 Nevada 2235084 250249 11.20 275426 44365 16.11 725639.9
32 Kansas 1066516 248646 23.31 120393 40862 33.94 366083.4
33 Mississippi 1463235 240309 16.42 140077 44809 31.99 491653.8
34 Connecticut 4736445 213358 4.50 701776 45981 6.55 1328489.1
35 Nebraska 1852051 176670 9.54 212003 19567 9.23 957425.2
36 New Mexico 2101155 157087 7.48 259571 26279 10.12 1002063.1
37 Idaho 562715 150239 26.70 36347 19362 53.27 314003.7
38 Oregon 2839839 126607 4.46 367395 22852 6.22 673308.7
39 South Dakota 384712 103499 26.90 22392 8425 37.63 434870.4
40 West Virginia 1674403 102282 6.11 265273 28945 10.91 936914.0
41 Rhode Island 2166820 100607 4.64 310103 20376 6.57 2045402.8
42 North Dakota 1280626 94830 7.40 76334 4714 6.18 1680474.8
43 Montana 845439 86653 10.25 86460 9329 10.79 791033.3
45 Delaware 1063800 65827 6.19 158236 14771 9.33 1092461.8
46 New Hampshire 1098825 52307 4.76 130223 14919 11.46 808131.3
47 Alaska 1357708 50394 3.71 156731 6371 4.06 1855946.0
48 Wyoming 534614 47395 8.87 61095 5277 8.64 923724.7
49 District of Columbia 960916 31993 3.33 126778 5253 4.14 1361554.9
50 Maine 1196269 29611 2.48 152636 10326 6.77 889940.7
51 Hawaii 875020 23748 2.71 101570 3039 2.99 618007.8
52 Vermont 761740 9078 1.19 105256 2544 2.42 1220758.7

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region Swabs Confirmations NewConfirmations CasesPercentIncrease ConfirmationRate HospitalizedWithSymptoms IntensiveCare ActiveCases Deceased FatalityRate
Lombardia 5061374 502246 1488 0.30 9.92 3522 462 54507 25849 5.15
Veneto 3477099 287701 1715 0.60 8.27 2582 358 87540 7427 2.58
Piemonte 1744499 207571 609 0.29 11.90 2705 177 14985 8195 3.95
Campania 2157456 200792 1021 0.51 9.31 1400 109 74717 3165 1.58
Emilia-Romagna 2704917 192832 1942 1.02 7.13 2741 238 61466 8403 4.36
Lazio 2840111 180915 1254 0.70 6.37 2887 321 78881 4176 2.31
Toscana 1971143 125330 379 0.30 6.36 789 144 9020 3884 3.10
Sicilia 1311962 109642 1587 1.47 8.36 1298 208 42819 2765 2.52
Puglia 1122582 102235 622 0.61 9.11 1388 169 54933 2698 2.64
Liguria 744811 64000 226 0.35 8.59 737 64 5082 3018 4.72
Friuli Venezia Giulia 989014 56594 361 0.64 5.72 688 67 12919 1928 3.41
Marche 578570 47148 333 0.71 8.15 548 81 14569 1711 3.63
Abruzzo 543730 37873 120 0.32 6.97 471 38 11380 1285 3.39
Sardegna 510361 34025 231 0.68 6.67 517 48 17257 836 2.46
P.A. Bolzano 379596 31644 125 0.40 8.34 233 24 11710 779 2.46
Umbria 529153 30955 49 0.16 5.85 272 51 4272 664 2.15
Calabria 464378 27204 270 1.00 5.86 273 24 9629 519 1.91
P.A. Trento 470470 23709 69 0.29 5.04 350 45 1994 1019 4.30
Basilicata 194445 11958 79 0.67 6.15 92 6 6647 278 2.32
Valle d’Aosta 65162 7532 27 0.36 11.56 52 1 442 391 5.19
Molise 122216 7115 25 0.35 5.82 58 7 1210 213 2.99

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed NewConfirmations CasesPercentIncrease Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
Quebec 230690 1869 0.82 8737 51 0.59 3.79 27020.24 1023.35 1 in 37
Ontario 223857 3463 1.57 5021 29 0.58 2.24 15216.13 341.29 1 in 66
Alberta 112091 639 0.57 1307 23 1.79 1.17 25399.34 296.16 1 in 39
British Columbia 58107 1475 2.60 1010 22 2.23 1.74 11369.19 197.62 1 in 88
Manitoba 26450 134 0.51 741 3 0.41 2.80 19201.21 537.92 1 in 52
Saskatchewan 18522 719 4.04 199 8 4.19 1.07 15674.48 168.41 1 in 64
Nova Scotia 1533 5 0.33 65 0 0.00 4.24 1568.36 66.50 1 in 638
New Brunswick 800 21 2.70 9 0 0.00 1.12 1025.65 11.54 1 in 975
Newfoundland and Labrador 393 0 0.00 4 0 0.00 1.02 753.79 7.67 1 in 1327
Nunavut 266 0 0.00 1 0 0.00 0.38 NA NA 1 in NA
Prince Edward Island 102 0 0.00 0 0 NaN 0.00 644.92 0.00 1 in 1551
Yukon 70 0 0.00 1 0 0.00 1.43 1704.08 24.34 1 in 587
Northwest Territories 24 0 0.00 0 0 NaN 0.00 534.47 0.00 1 in 1871
Repatriated Travellers 13 0 0.00 0 0 NaN 0.00 NA NA 1 in NA

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Deaths)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 69139.07 1150.19 1 in 14
India 7826.12 113.01 1 in 128
Brazil 38851.47 972.67 1 in 26
Russia 23458.36 424.84 1 in 43
United Kingdom 47074.70 1235.64 1 in 21
France 42464.25 1018.02 1 in 24
Turkey 28913.20 284.38 1 in 35
Italy 37847.57 1309.57 1 in 26
Spain 45258.94 1120.34 1 in 22
Germany 23446.26 504.88 1 in 43
Colombia 36721.07 946.63 1 in 27
Argentina 39099.19 1008.67 1 in 26
Mexico 11932.14 1040.00 1 in 84
Poland 36608.35 823.17 1 in 27
Iran 15926.74 693.22 1 in 63
South Africa 21978.90 592.01 1 in 45
Ukraine NA NA 1 in NA
Peru 32178.55 1189.93 1 in 31
Netherlands 51837.37 728.29 1 in 19
Indonesia 3169.39 92.21 1 in 316

US Detailed State and County Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the state/ county level in USA.

Epidemic Curve: Delta in Confirmed Cases in US States

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various US states. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 30 states in USA as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in US States

Number of Deaths in the past 24 hrs

Top 100 US Counties with the Highest Cases and Deaths

All NYC boroughs are mentioned together as New York County

County State Confirmations Deaths FatalityRate
Los Angeles California 932901 12388 1.33
Cook Illinois 419471 8811 2.10
Maricopa Arizona 388518 5823 1.50
Miami-Dade Florida 328701 4441 1.35
Harris Texas 266525 3591 1.35
San Bernardino California 232171 1546 0.67
Riverside California 219486 2250 1.03
Dallas Texas 219086 2242 1.02
San Diego California 194795 1857 0.95
Orange California 193766 2120 1.09
Clark Nevada 191163 2637 1.38
Tarrant Texas 178977 1732 0.97
Broward Florida 151524 1928 1.27
Queens New York 144291 7664 5.31
Kings New York 141106 7914 5.61
Bexar Texas 135104 1862 1.38
Salt Lake Utah 117670 599 0.51
Suffolk New York 115489 2466 2.14
Nassau New York 104078 2489 2.39
El Paso Texas 103787 1853 1.79
Philadelphia Pennsylvania 100092 2606 2.60
Bronx New York 97015 5208 5.37
Milwaukee Wisconsin 96615 1015 1.05
Franklin Ohio 93057 701 0.75
Palm Beach Florida 92542 1972 2.13
Hennepin Minnesota 91060 1447 1.59
Wayne Michigan 90351 3792 4.20
Orange Florida 87688 797 0.91
Hillsborough Florida 87511 1142 1.30
Middlesex Massachusetts 86826 2863 3.30
Santa Clara California 84726 944 1.11
Pima Arizona 83386 1263 1.51
Kern California 79728 542 0.68
Westchester New York 78534 1736 2.21
Marion Indiana 78436 1249 1.59
Cuyahoga Ohio 78231 955 1.22
St. Louis Missouri 75623 1476 1.95
Fresno California 75621 802 1.06
Sacramento California 75394 1015 1.35
Utah Utah 74633 228 0.31
Shelby Tennessee 73322 1039 1.42
Mecklenburg North Carolina 72177 618 0.86
Duval Florida 70905 781 1.10
King Washington 70059 1105 1.58
New York New York 69504 3395 4.88
Davidson Tennessee 67992 628 0.92
Essex Massachusetts 66977 1805 2.69
Gwinnett Georgia 66849 627 0.94
DuPage Illinois 66414 1109 1.67
Oklahoma Oklahoma 65661 473 0.72
Oakland Michigan 65546 1751 2.67
Fulton Georgia 64974 815 1.25
Fairfield Connecticut 63073 1797 2.85
Providence Rhode Island 62846 1436 2.28
Suffolk Massachusetts 61722 1430 2.32
Alameda California 61111 736 1.20
Allegheny Pennsylvania 61075 1192 1.95
Prince George’s Maryland 60023 1142 1.90
Jefferson Alabama 59248 784 1.32
Hamilton Ohio 57879 426 0.74
Collin Texas 57870 422 0.73
Bergen New Jersey 57259 2376 4.15
Jefferson Kentucky 57103 565 0.99
Travis Texas 56825 581 1.02
Douglas Nebraska 56770 544 0.96
Will Illinois 56145 837 1.49
Essex New Jersey 55789 2429 4.35
Hidalgo Texas 55138 2253 4.09
Tulsa Oklahoma 54764 457 0.83
New Haven Connecticut 53924 1648 3.06
Hartford Connecticut 53892 1958 3.63
Middlesex New Jersey 53852 1757 3.26
Ventura California 53095 351 0.66
Hudson New Jersey 52546 1750 3.33
San Joaquin California 52535 724 1.38
Macomb Michigan 52367 1716 3.28
Wake North Carolina 51999 373 0.72
Denver Colorado 51825 703 1.36
Cobb Georgia 51775 611 1.18
Montgomery Maryland 51527 1183 2.30
Pinellas Florida 51384 1129 2.20
Lake Illinois 51253 858 1.67
Worcester Massachusetts 49880 1649 3.31
Fairfax Virginia 49840 707 1.42
Contra Costa California 47940 392 0.82
Erie New York 47904 1301 2.72
Kent Michigan 46222 594 1.29
Passaic New Jersey 45892 1510 3.29
Lee Florida 45650 715 1.57
Greenville South Carolina 45085 575 1.28
Union New Jersey 45006 1593 3.54
Bernalillo New Mexico 44698 648 1.45
Sedgwick Kansas 44604 407 0.91
Lubbock Texas 44411 615 1.38
El Paso Colorado 44372 630 1.42
Kane Illinois 44266 653 1.48
Polk Iowa 44039 426 0.97
Denton Texas 43580 393 0.90
Johnson Kansas 43450 517 1.19
DeKalb Georgia 43067 546 1.27

Overall US Choropleth Map

Choropleths are an ideal way to visualize the past/ current COVID-19 hotspots within a country. The below were the overall (not current) hotspots in the US.

County level COVID-19 Confirmations Map

Canada Detailed Province Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the province level in Canada.

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in the most affected Canadian provinces- Quebec, Ontario, Alberta and British Columbia. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Epidemic Curve: Delta in Confirmed Cases in Canadian Provinces

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in Canadian Provinces

Number of Deaths in the past 24 hrs

Data Sources

Github Repo: CSSEGISandData, The NY Times, amodm/api-covid19-in and pcm-dpc